• DocumentCode
    3445846
  • Title

    Generalization Backstepping Method based stabilization of parameters perturbation Chen chaos using Adaptive Neuro-Fuzzy Inference System

  • Author

    Mehra, Nader ; Ziabari, Masoud Taleb ; Sadjadi, Seyed Amin ; Reza, Mohammad ; Sahab, Ali Reza

  • Author_Institution
    Fac. of Electr. Eng., Islamic Azad Univ., Qazvin, Iran
  • Volume
    2
  • fYear
    2010
  • fDate
    29-31 Oct. 2010
  • Firstpage
    818
  • Lastpage
    822
  • Abstract
    This study deals with the control of chaos using Generalized Backstepping Method. This new method to control nonlinear systems was called Generalized Backstepping method because of its similarity to Backstepping but its abilities to control more systems than Backstepping. The General Backstepping Method could achieve better performance than Backtepping Method in respect of lower signal control, short settling time and overshoot, control ability of MIMO systems and non strict feedback systems. The Generalized Backstepping approach consists of parameters which accept positive values. The parameters are usually chosen optional. The system responded differently for each value. This paper introduce a novel adaptive neuro fuzzy control method which trained by different error data to achieve optimal parameters. Hence with optimal parameters controller can stabilize the Chen chaos in much quicker than general backstepping method.
  • Keywords
    adaptive control; fuzzy control; neurocontrollers; nonlinear control systems; stability; Chen chaos; adaptive neuro-fuzzy inference system; generalization backstepping method; neuro fuzzy control method; nonlinear control systems; parameter perturbation stabilization; Chaos; Equations; Synchronization; ANFIS; Chen chaos; Generalized Backstepping Method; Lyapunov;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-6582-8
  • Type

    conf

  • DOI
    10.1109/ICICISYS.2010.5658609
  • Filename
    5658609